Triple

T21934800
Position Surface form Disambiguated ID Type / Status
Subject Albert O. Hirschman E541659 entity
Predicate spouse P13 FINISHED
Object Sarah Hirschman
Sarah Hirschman was the wife and close intellectual companion of economist and social scientist Albert O. Hirschman, known for supporting and contributing to his scholarly and political work.
E1561314 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Sarah Hirschman | Statement: [Albert O. Hirschman, spouse, Sarah Hirschman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sarah Hirschman
Context triple: [Albert O. Hirschman, spouse, Sarah Hirschman]
  • A. Mary Hirsch
    Mary Hirsch was the wife of acclaimed American actor Lee J. Cobb, known for his powerful stage and screen performances in the mid-20th century.
  • B. Sarah Braverman
    Sarah Braverman is a central character on the television series "Parenthood," portrayed as a single mother navigating family, career, and relationships within the Braverman clan.
  • C. Sarah Pfefferman
    Sarah Pfefferman is a central character in the television series "Transparent," depicted as one of the Pfefferman siblings navigating complex issues of identity, relationships, and family dynamics.
  • D. Susan Hirsch
    Susan Hirsch is a personal name that may refer to various individuals, typically of German or Jewish heritage, rather than a single widely recognized public figure.
  • E. Erika Rosenberg
    Erika Rosenberg is an Argentine-German author and historian known for her biographical works on figures associated with the Holocaust, including Emilie and Oskar Schindler.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Sarah Hirschman
Triple: [Albert O. Hirschman, spouse, Sarah Hirschman]
Generated description
Sarah Hirschman was the wife and close intellectual companion of economist and social scientist Albert O. Hirschman, known for supporting and contributing to his scholarly and political work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sarah Hirschman
Target entity description: Sarah Hirschman was the wife and close intellectual companion of economist and social scientist Albert O. Hirschman, known for supporting and contributing to his scholarly and political work.
  • A. Mary Hirsch
    Mary Hirsch was the wife of acclaimed American actor Lee J. Cobb, known for his powerful stage and screen performances in the mid-20th century.
  • B. Sarah Braverman
    Sarah Braverman is a central character on the television series "Parenthood," portrayed as a single mother navigating family, career, and relationships within the Braverman clan.
  • C. Sarah Pfefferman
    Sarah Pfefferman is a central character in the television series "Transparent," depicted as one of the Pfefferman siblings navigating complex issues of identity, relationships, and family dynamics.
  • D. Susan Hirsch
    Susan Hirsch is a personal name that may refer to various individuals, typically of German or Jewish heritage, rather than a single widely recognized public figure.
  • E. Erika Rosenberg
    Erika Rosenberg is an Argentine-German author and historian known for her biographical works on figures associated with the Holocaust, including Emilie and Oskar Schindler.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f12402f7ac81909b14586a46d971bb completed April 28, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc22afa788190a93dc2beeeeedcc3 completed May 19, 2026, 1:51 a.m.
NEDg Description generation batch_6a0bc31b94f481909c437296742cfed8 completed May 19, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc38cf34c8190aaca05bbf32d28de completed May 19, 2026, 1:57 a.m.
Created at: April 16, 2026, 7:51 p.m.